Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Hierarchical Attention-based Age Estimation (RS) | 1.13 | No | Hierarchical Attention-based Age Estimation and ... | 2021-03-17 | - |
| 2 | MataAge | 1.81 | No | MetaAge: Meta-Learning Personalized Age Estimators | 2022-07-12 | Code |
| 3 | DLDL-v2 (ThinAgeNet) | 1.969 | No | Learning Expectation of Label Distribution for F... | 2020-07-03 | Code |
| 4 | MWR | 2 | Yes | Moving Window Regression: A Novel Approach to Or... | 2022-03-24 | Code |
| 5 | DLDL+VGG-Face (KL, Max)3 | 2.42 | No | Deep Label Distribution Learning with Label Ambi... | 2016-11-06 | Code |
| 6 | MegaAge (w. IMDB-WIKI) | 2.52 | Yes | Quantifying Facial Age by Posterior of Age Compa... | 2017-08-31 | Code |
| 7 | Hierarchical Attention-based Age Estimation (SE) | 2.53 | No | Hierarchical Attention-based Age Estimation and ... | 2021-03-17 | - |
| 8 | CORAL | 2.59 | No | Rank consistent ordinal regression for neural ne... | 2019-01-20 | Code |
| 9 | OrdinalCLIP | 4.94 | No | OrdinalCLIP: Learning Rank Prompts for Language-... | 2022-06-06 | Code |
| 10 | CoOp | 5.09 | No | Learning to Prompt for Vision-Language Models | 2021-09-02 | Code |